An exploratory RFID patent analysis

F. Taghaboni-Dutta, A. Trappey, C. Trappey, Hsin-Ying Wu
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引用次数: 19

Abstract

Purpose – This paper aims to study the development of radio frequency identification (RFID) technology through an analysis of patents filed with and issued by the US Patent and Trademark Office. A close analysis of these clusters reveals the patent development strategies of two competing factions of RFID technology developers. This paper provides an analysis of the patents along with insights into the contents of the patents held by these two groups.Design/methodology/approach – The analysis is based on Intermec Technologies and the RFID Patent Pool, the two major players in this domain. The comparison of Intermec Technologies and RFID Patent Pool is conducted using meta‐data analysis and patent content clustering. The methodology and approach includes data pre‐processing, key phrase extraction using term frequency‐inverse document frequency, ontology construction, key phrase correlation measurement, patent technology clustering and patent document clustering. Clusters are derived using the K‐means approa...
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探索性RFID专利分析
目的-本文旨在通过对美国专利商标局提交和发布的专利的分析来研究射频识别(RFID)技术的发展。对这些集群的仔细分析揭示了RFID技术开发商的两个竞争派别的专利开发策略。本文对这两个群体持有的专利进行了分析,并对其持有的专利内容进行了分析。设计/方法论/方法-该分析基于Intermec Technologies和RFID专利池,这是该领域的两个主要参与者。使用元数据分析和专利内容聚类对Intermec Technologies和RFID专利池进行了比较。方法和方法包括数据预处理、利用词频-逆文献频率提取关键短语、本体构建、关键短语相关性测量、专利技术聚类和专利文献聚类。聚类是用K均值法推导出来的…
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